کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7160557 | 1462844 | 2016 | 12 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system
ترجمه فارسی عنوان
اندازه گیری مبتنی بر الگوریتم تکاملی چند متغیره یک سیستم پمپاژ فتوولتائیک مستقل
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کلمات کلیدی
سیستم پمپ آب خورشیدی، فتوولتائیک، بهینه سازی چند منظوره، تکامل دیفرانسیل، از دست دادن احتمال بار، هزینه چرخه زندگی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی انرژی
انرژی (عمومی)
چکیده انگلیسی
In this paper, a differential evolution based multiobjective optimization algorithm is proposed to optimally size a photovoltaic water pumping system (PVPS). Three weighted individual objectives are aggregated by a single function to optimize the configuration of PVPS. Loss of load probability, life cycle cost and the volume of excess water are considered as three individual objective functions. The proposed pumping system is supposed to provide a daily water volume of 30Â m3 with a static head of 20Â m. The complexity of the initializing of the weights for each individual objective function is overcome by testing a wide range sets of weights. The performance of the system is tested based on hourly meteorological data. The performance results of the proposed system show that the loss of load probability and the average hourly water flow rate over a year time are around 0.5% and 3.297Â m3/h, respectively. The life cycle cost, water deficit, and cost of water unit of the system are 9911Â USD, 55.015Â m3, and 0.045Â USD/m3, respectively.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy Conversion and Management - Volume 118, 15 June 2016, Pages 32-43
Journal: Energy Conversion and Management - Volume 118, 15 June 2016, Pages 32-43
نویسندگان
Dhiaa Halboot Muhsen, Abu Bakar Ghazali, Tamer Khatib,